GANInSAR: Deep Generative Modeling for Large-Scale InSAR Signal Simulation

Interferometric synthetic aperture radar (InSAR) technology is widely used to create digital elevation models and measure dynamics on the Earth’s surface, including monitoring ground displacements. The lack of or limited-collected ground-truth data, however, often poses a bottleneck in va...

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Bibliographic Details
Main Authors: Zhongrun Zhou, Xinyao Sun, Fei Yang, Zheng Wang, Ryan Goldsbury, Irene Cheng
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10418994/